Incidents Reported in Balitmore, Maryland
David Conran
Source file ⇒ Project.Rmd
Background
This project highlights incident reports created by officers for the purpose of documenting a situation or concern within the community. This statistics only represent crimes that have been reported by officers and not crimes that occcur in general.
Incidents include:
## # A tibble: 15 x 2
## Description count
## <fctr> <int>
## 1 LARCENY 62729
## 2 COMMON ASSAULT 47146
## 3 BURGLARY 44201
## 4 LARCENY FROM AUTO 37431
## 5 AGG. ASSAULT 28654
## 6 AUTO THEFT 27711
## 7 ROBBERY - STREET 18537
## 8 ROBBERY - COMMERCIAL 4358
## 9 ASSAULT BY THREAT 3618
## 10 SHOOTING 3060
## 11 ROBBERY - RESIDENCE 2974
## 12 RAPE 1732
## 13 ROBBERY - CARJACKING 1634
## 14 HOMICIDE 1625
## 15 ARSON 1513Incidents on a Daily Basis
This is a bar graph of the number of incidents reported per day recorded from 1/1/2012 to 11/11/2017. 
Isolated the top 10 days with the highest reported incidents.
On 4/27/2015 there were roits occurring in Baltimore, Maryland over the death of Freddie Gray.
Districts
I grouped all the incidents reported per district in the city of Balitmore. 
Next, I wanted to find out the specific crime and the amount of each crime in each district. Also, I will highlight the highest crime reported in each district.
## # A tibble: 1 x 2
## Description count
## <fctr> <int>
## 1 LARCENY 8948
## # A tibble: 1 x 2
## Description count
## <fctr> <int>
## 1 LARCENY 9666
## # A tibble: 1 x 2
## Description count
## <fctr> <int>
## 1 LARCENY 7433
## # A tibble: 1 x 2
## Description count
## <fctr> <int>
## 1 LARCENY 9360
## # A tibble: 1 x 2
## Description count
## <fctr> <int>
## 1 LARCENY 7572
## # A tibble: 1 x 2
## Description count
## <fctr> <int>
## 1 LARCENY 5986
## # A tibble: 1 x 2
## Description count
## <fctr> <int>
## 1 LARCENY 5108
## # A tibble: 1 x 2
## Description count
## <fctr> <int>
## 1 COMMON ASSAULT 5341
## # A tibble: 1 x 2
## Description count
## <fctr> <int>
## 1 COMMON ASSAULT 4587